{"id":"W2323245213","doi":"10.1097/sla.0b013e31823ac2bc","title":"The Artificial Bowel Sphincter","year":2011,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Artificial urinary sphincter; General surgery; Surgery; Urinary incontinence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001724699,0.00004327147,0.00009765715,0.00003226391,0.00005971801,0.00000570844,0.00004638666,0.0000188597,0.0001997354],"category_scores_gemma":[0.00008247376,0.0000279381,0.0001554308,0.00007842192,0.00007134323,0.00003530859,0.00001755873,0.00003265247,0.0001311261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001156173,"about_ca_system_score_gemma":0.00004848576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002438778,"about_ca_topic_score_gemma":0.000001778633,"domain_scores_codex":[0.9995158,0.00001425834,0.0001654589,0.00007177432,0.000113611,0.0001191277],"domain_scores_gemma":[0.9994139,0.00008506177,0.00004414859,0.0002584833,0.0001287982,0.0000696077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001142144,0.001979962,0.4191535,0.0001167728,0.0007088408,0.0001098621,0.0007403745,3.795776e-7,0.004802847,0.03918879,0.3478305,0.1842261],"study_design_scores_gemma":[0.00003542986,0.00001851583,0.950271,0.00003619202,0.00004644226,0.000005026889,0.00007667898,0.00001073682,0.02283121,0.005398807,0.0212127,0.00005733681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811633,0.0006434052,0.00003379255,0.003692217,0.000108221,0.0000792699,0.000005671307,0.00002344269,0.01425065],"genre_scores_gemma":[0.9982682,0.0001869073,0.00001609581,0.001142304,0.00005857079,0.00001046654,0.00000589003,0.000005366823,0.0003062168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5311174,"threshold_uncertainty_score":0.2186962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4394444531886055,"score_gpt":0.3501136564693635,"score_spread":0.08933079671924193,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}